Salesforce made its hosted MCP servers generally available to all Enterprise Edition orgs by April 2026, enabling any AI client to query a CRM in plain English, a milestone in the protocol's rapid evo…
N8n is preparing a simpler way to add Model Context Protocol (MCP) servers to agent-driven workflows, with users able to select a server from the Node panel and complete an OAuth sign-in flow. The com…
CodeRabbit has launched CodeRabbit Security, a tool that hunts application-specific vulnerabilities across the entire codebase, showing evidence and moving supported findings into remediation within t…
PagerDuty announced enhancements to its SRE Agent, including early access for escalation policy triggering, general availability for incident workflow triggering, connectors, tools, team-level permiss…
AgentATC is a multi-agent workflow that records every hand-off between agents as a first-class OpenTelemetry span, making coordination failures visible. The system exposes metrics like hand-off reject…
An engineer warns that AI agent cost spikes are often invisible until the bill arrives, and proposes using percentile-based baselines (p50, p95, p99) to detect anomalies early. The approach flags sust…
AI agent failures in production stem from poor architecture—unmanaged context windows, missing governance layers, and insufficient observability—rather than model capability gaps, according to a Hacke…
Gartner's latest Magic Quadrant for Observability Platforms finds vendors investing heavily in AI observability, autonomous investigations, and cost optimization as enterprise demand for visibility in…
OpenTelemetry spans give engineers visibility into AI agent execution, but under the EU AI Act Articles 9 and 13, that visibility is not evidence. The structural gap is that self-reported telemetry ca…
LLM applications can fail silently at 3AM with hallucinated answers and no errors in logs, warns a production engineering analysis. The article from a technical publication advises that traditional AP…
TormentNexus has built a real-time AI observability dashboard that streams raw SQLite row-level mutations directly from Write-Ahead Log files, enabling developers to see every INSERT, UPDATE, and DELE…
AI-generated code now accounts for 51-75% of weekly output at two-thirds of tech firms, with 45% of AI-written code containing security flaws, while the average time from bug disclosure to exploitatio…
A developer compared nine cloud monitoring tools across infrastructure metrics, APM, log management, external endpoint checks, and multi-cloud coverage. The comparison found that tools like DevHelm ex…
LogicMonitor faces growing competition from alternatives like SigNoz, Datadog, and Dynatrace as organizations seek cost-effective, flexible monitoring solutions. SigNoz offers a free open-source optio…
A new roundup of 11 Kubernetes monitoring tools for 2026 highlights open-source options like SigNoz, Prometheus, and Grafana alongside managed solutions such as Datadog and New Relic. The guide compar…
A developer advocates instrumenting AI agent decision tracing with OpenTelemetry to enable rapid incident response. The approach uses spans to capture reasoning, context, and tool executions, making a…
Postman AI Engineer was demoed at a meetup in San Francisco, showing how it uses a Context Graph to map system dependencies and identify downstream impacts of code changes. The demo highlighted that a…
A staff engineer has released a downloadable zip of Claude Code skills that encode a production-grade development workflow, including OrbStack, Doppler, and DigitalOcean, as deterministic scripts rath…
Amazon launched Quick at AWS Summit NYC as a full replacement for Q Business, an agentic AI work assistant with a free tier that does not require an AWS account. The platform includes a desktop app th…
AWS published a tutorial on June 9 for building an incident triage agent using Amazon Quick, New Relic, and Asana. The agent investigates alerts, drafts root-cause analysis briefs, and files tracked t…